Personal profile
Research interests
Signal Processing and Communication Systems, Algorithms for Machine Learning and Sequential Decision Making, Underwater Sensing and Signal Processing, Audio and Speech Signal Processing, Augmented Listening Systems.
Education/Academic qualification
PhD, Massachusetts Institute of Technology
… → 1996
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Collaborations and top research areas from the last five years
Grants & Projects
- 6 Active
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MREvolution: A Scalable and Self-Coordinated Power Conversion Architecture
Luo, F. (PI) & Singer, A. (CoPI)
02/1/26 → 12/31/28
Project: Research
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Enhancing Synergy: Real-Time Co-Simulation Framework for Networked Marine Microgrids
Luo, F. (PI) & Singer, A. (CoPI)
01/1/26 → 12/31/28
Project: Research
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Data-Driven Methods for Structure Learning in Underwater Acoustic Modeling
Singer, A. (PI) & Warren, J. (CoPI)
US Navy Office of Naval Research
12/1/23 → 11/30/26
Project: Research
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Underwater Acoustic Communications: Building a Universally Accessible Repository of Standard Channel Models
Singer, A. (PI)
US Navy Office of Naval Research
09/1/23 → 08/31/26
Project: Research
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Universal Adaptive Beamforming
Singer, A. (PI)
US Navy Office of Naval Research
04/1/23 → 03/31/27
Project: Research
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Joint Source-Environment Adaptation of Data-Driven Underwater Acoustic Source Ranging Based on Model Uncertainty
Kari, D., Vishnu, H. & Singer, A. C., Apr 1 2026, In: IEEE Journal of Oceanic Engineering. 51, 2, p. 1534-1549 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Method for Adaptive Channel Estimation
Cuji, D. A., Stojanovic, M. & Singer, A. C., 2025, OCEANS 2025 Brest, OCEANS 2025. Institute of Electrical and Electronics Engineers Inc., (Oceans Conference Record (IEEE)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Estimating the Number and Locations of Boundaries in Reverberant Environments with Deep Learning
Arikan, T., Chackalackal, L. M., Ahsan, F., Tittel, K., Singer, A. C., Wornell, G. W. & Baraniuk, R. G., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Mismatch-Robust Underwater Acoustic Localization Using A Differentiable Modular Forward Model
Kari, D., Zhuang, Y. & Singer, A. C., 2025, 2025 59th Annual Conference on Information Sciences and Systems, CISS 2025. Institute of Electrical and Electronics Engineers Inc., (2025 59th Annual Conference on Information Sciences and Systems, CISS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Path-Specific Angle and Doppler Tracking in Dynamic Underwater Channels
Cuji, D. A., Stojanovic, M. & Singer, A. C., 2025, OCEANS 2025 Brest, OCEANS 2025. Institute of Electrical and Electronics Engineers Inc., (Oceans Conference Record (IEEE)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review